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* Unitat de Biofísica i Bioenginyeria, Facultat de Medicina, Universitat de Barcelona-IDIBAPS, 08036 Barcelona, Spain and
Physiology Program, Harvard School of Public Health, Boston, Massachusetts 02115 USA
Correspondence: Address reprint requests to Daniel Navajas, Ph.D., Professor of Physiology, Unitat de Biofísica i Bioenginyeria, Facultat de Medicina, Casanova 143, 08036-Barcelona, Spain. Tel.: +34-93-402-4515; Fax: +34-93-402-4516; E-mail: dnavajas{at}medicina.ub.es.
| ABSTRACT |
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)) of human alveolar (A549) and bronchial (BEAS-2B) epithelial cells over three frequency decades (0.1100 Hz) and at different loading forces (0.10.9 nN) with atomic force microscopy. G*(
) was computed by correcting force-indentation oscillatory data for the tip-cell contact geometry and for the hydrodynamic viscous drag. Both cell types displayed similar viscoelastic properties. The storage modulus G'(
) increased with frequency following a power law with exponent
0.2. The loss modulus G''(
) was
2/3 lower and increased similarly to G'(
) up to
10 Hz, but exhibited a steeper rise at higher frequencies. The cells showed a weak force dependence of G'(
) and G''(
). G*(
) conformed to the power-law model with a structural damping coefficient of
0.3, indicating a coupling of elastic and dissipative processes within the cell. Power-law behavior implies a continuum distribution of stress relaxation time constants. This complex dynamics is consistent with the rheology of soft glassy materials close to a glass transition, thereby suggesting that structural disorder and metastability may be fundamental features of cell architecture. | INTRODUCTION |
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)) from oscillatory measurements over a wide frequency range. G*(
) is defined as the complex ratio in the frequency domain between the applied stress and the resulting strain (Ferry, 1980
) account for the elastic energy stored and the frictional energy dissipated within the cell at different oscillatory frequencies. The ratio between the imaginary and the real parts of G*(
) indicates the degree of solid- or liquidlike mechanical behavior of the cell.
Knowledge of cell mechanical response to oscillatory stresses is of particular interest in lung epithelial cells because they are subjected to large cyclic forces owing to breathing (Wirtz and Dobbs, 2000
). Furthermore, their microrheological properties are fundamental in the maintenance of the structural and functional integrity of the epithelial barrier in the lung. Microrheology of alveolar and bronchial lung epithelial cells have been recently investigated with magnetic twisting cytometry (MTC) by applying local twisting torques to the cell surface through ligand-coated magnetic microbeads (
5 µm diameter) bound to integrins (Puig-de-Morales et al., 2001
; Berrios et al., 2001
). This technique computes an apparent dynamic modulus defined as the complex ratio between the oscillatory applied torque and the resulting oscillatory bead rotation. This approach allows the assessment of the frequency dependence of cell mechanics. However, the absolute value of G*(
) cannot be accurately determined from MTC measurements because the degree of bead embedding is unknown, with the result that the surface of contact between the probe and the cell surface is ill-defined (Fabry et al., 2001
; Mijailovich et al., 2002
). The contact geometry is also poorly defined in other techniques used in cell microrheology such as microneedles (Heidemann et al., 1999
), microplates (Thoumine and Ott, 1997
), magnetic bead microrheometry (Bausch et al., 1998
), and optical tweezers (Choquet et al., 1997
). Moreover, some of these techniques probe cell mechanics with microbeads (
5 µm diameter) specifically bound to cell membrane receptors, which can induce the formation and recruitment of focal adhesion complexes at the site of bead attachment (Plopper and Ingber, 1993
; Choquet et al. 1997
). This local reorganization of the cortical cytoskeleton may result in alterations of the microrheological behavior of the cell.
In contrast to other techniques, atomic force microscopy (AFM) (Binnig et al, 1986
) enables the measurement of absolute values of G*(
) with minimum cytoskeleton reorganization. AFM uses a sharp tip at the end of a flexible cantilever to locally indent the sample by applying loading forces to the surface whereas the tip-sample distance is controlled with a piezoactuator. Therefore, an uncoated tip can be used to apply compressive stresses directly to the cell surface without specific binding to cell membrane receptors. Given that the shape of the AFM indenter is well-defined, the use of a suitable contact elastic model enables the determination of the cell indentation and the tip-cell contact geometry. AFM has been widely used to estimate an apparent Young's modulus of several cell types by assuming that they are pure elastic material (Radmacher et al., 1996
; Wu et al., 1998
; Charras and Horton, 2002
). However, there is little information on oscillatory mechanics probed with AFM. Shroff and co-workers applied low amplitude oscillations to cultured myocytes and computed an apparent dynamic modulus as the ratio between the applied force and cell indentation (Shroff et al., 1995
). Nevertheless, this ratio did not take into account the tip-cell surface of contact. Moreover, these measurements were not corrected for the artifact of the hydrodynamic viscous drag on the cantilever. Recently, Mahaffy and co-workers reported a method to compute G*(
) accounting for the tip-cell contact geometry (Mahaffy et al., 2000
). Although this method was tested in a soft gel, it was only applied in two single fibroblasts. Moreover, the oscillatory measurements were corrected for a viscous drag estimated by oscillating the cantilever above the sample surface but not in contact. We have recently shown that the drag force increases inversely to the distance between the sample and the surface of the cantilever, and that the viscous drag in contact measurements can be more accurately determined by means of a scaled spherical hydrodynamic model for the cantilever (Alcaraz et al., 2002
).
The aim of this work was to measure the complex shear modulus of lung epithelial cells in a broad frequency range from force-indentation AFM measurements corrected for the tip-cell contact geometry and for the viscous drag. Low-amplitude (50 nm) sinusoidal oscillations were applied to the surface of cultured human alveolar (A549) and bronchial (BEAS-2B) epithelial cells. Oscillations were applied at different frequencies (0.1100 Hz) and loading forces (0.10.9 nN).
| MATERIALS AND METHODS |
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Experimental setup
The microrheology of adherent cells was probed with a homemade stand-alone atomic force apparatus mounted on the stage of an inverted optical microscope (Axiovert S100, Zeiss, Göttingen, Germany). Silicon nitride triangular cantilevers with nominal spring constant k = 0.01 N/m and cantilever length of 200 µm (uncoated Microlevers, Thermomicroscopes, Sunnyvale, CA) were used to indent the cells. The punch of the cantilever was a regular four-sided pyramid with a nominal semiincluded angle
= 35°. These nominal k and
values were used for data processing. A single-axis piezoelectric translator equipped with a position sensor (P.841.20, Physik Instrumente, Waldbronn, Germany) and servocontrolled with a proportional-integral analog feedback was used to drive the vertical displacement of the cantilever. The cantilever deflection (d) was measured using the optical lever method. The photodiode and position sensor (z) signals were low-pass filtered (Butterworth analog filter, 256 Hz, 8 poles), sampled with a 16-bit data acquisition board (PC-MIO-16XE-10, National Instruments, Austin, TX) and stored in a microcomputer for subsequent analysis.
Measurements
AFM measurements were carried out at room temperature on cultured glass cover slips with nonsupplemented HEPES buffered RPMI 1640 medium. The relationship between photodiode signal and cantilever deflection was calibrated before cell measurements. The calibration factor was taken as the slope of the linear relationship between the photodiode and position sensor signals recorded with the cantilever in contact with a bare region of the cultured glass cover slip. The force (F) on the cantilever was computed using Hooke's law (F = kd). The microrheology of A549 (N = 12) and BEAS-2B (N = 7) cells was probed on the central region of the cell. For each cell, we first determined the zero force offset and the contact point (zc) by recording a force-displacement (F-z) curve (6 µm/s, 3 µm of amplitude) with a maximum loading force of
2.5 nN. The F-z curves were obtained by monitoring F and z while the piezotranslator was ramped forward and backward over the cell at constant speed with enough amplitude to clearly discriminate between tip-cell contact and noncontact. The F-z curves were sampled at 1000 Hz and digitally low-pass filtered at 20 Hz (Butterworth, 8 poles). After
1 min of cell recovery, low-amplitude (50 nm) sinusoidal oscillations with frequencies (f) ranging from 0.1 to 100 Hz were applied to the piezotranslator with the cantilever in contact with the cell at a loading operating force (Fo) of
0.4 nN. For each oscillation frequency, we recorded at least 12 cycles of F and z signals sampled at 3000 Hz. To investigate the dependence of cell mechanical response on Fo, sinusoidal oscillations at 1 Hz were also performed at higher (
0.9 nN) and lower (
0.1 nN) loading forces. Measurements for the different frequencies and loading forces were applied in random order. Finally, to correct for the hydrodynamic drag force, we recorded the drag force on the cantilever (Fd) while sinusoidally oscillating the cantilever (100 Hz, 50-nm amplitude) at different tip-substrate separations (h) (0.28 µm) above a bare region of the glass cover slip. At each distance, the drag factor b(h) was computed as b(h) = Fd/v where v is the relative cantilever-liquid velocity (
, where the dot indicates time derivative). The drag factor at contact (b(0)) was determined by extrapolating b(h) to h = 0 with a scaled spherical hydrodynamic model (Alcaraz et al., 2002
).
Data processing
The force applied on the cantilever was corrected for the zero-force offset that was computed as the mean force of the noncontact part of the F-z curve recorded on each cell. Cell indentation depth (
) was calculated as
= z - zc - d. Force and indentation of a four-sided pyramidal indenter are related as (Bilodeau, 1992
)
![]() | (1) |
are the Young's modulus and the Poisson's ratio of the cell, respectively.
was assumed to be 0.5. Eq. 1 was used to compute both the contact point and the complex shear modulus.
To compute zc, we expressed Eq. 1 in terms of z and d as
![]() | (2) |
For low-amplitude oscillations around an operating indentation (
o), Eq. 1 can be approximated by taking the first term of the Taylor expansion (Mahaffy et al., 2000
)
![]() | (3) |
Expressing Eq. 3 in terms of the shear modulus G = E/2(1 +
) (Landau and Lifshitz, 1986
) and solving it for G,
![]() | (4) |
This equation can be transformed to the frequency domain through the use of the correspondence principle (Findley et al., 1976
), thus providing an expression for G*(
)
![]() | (5) |
is the angular frequency (
= 2
f), and F(
) and
(
) are the Fourier transforms of F and
at
, respectively. In contact dynamic experiments, the measured F is the sum of the force due to the sample (the cell) and the hydrodynamic drag force due to the viscous friction of the cantilever with the surrounding liquid. The drag force can be expressed as Fd = b(0)v, where v is the relative velocity between the surface of the cantilever and the liquid v = d
/dt (Alcaraz et al., 2002
(where i is the imaginary unit and Fd(
) is the Fourier transform of Fd) (Alcaraz et al., 2002
![]() | (6) |
Eq. 6 is the final expression used to compute G*(
). According to this equation, the frequency dependence of the cell mechanical response is included in the term in brackets, whereas the factor (1 -
)/(3
o tan
) accounts for the dependence on the tip geometry, the operating indentation, and the cell Poisson's ratio.
G*(
) data were separated into real (in-phase) and imaginary (out-of-phase) parts (G*(
) = G'(
) + iG''(
)). G'(
) is the storage modulus and it is a measure of the elastic energy stored and recovered per cycle of oscillation. G''(
) is the loss modulus and it accounts for the energy dissipated per cycle of sinusoidal deformation (Ferry, 1980
). We also computed the loss tangent G''(
)/G'(
), which is an index of the solidlike (<<1) or liquidlike (>>1) behavior of the cell.
The projected contact area between the pyramidal indenter and the loaded cell was computed as (Bilodeau, 1992
)
![]() | (7) |
This equation was used to estimate the effective pressure (P) applied by the indenter onto the surface of the cell as P = Fo/A.
Data are reported as mean ± SE. Means of G'(
), G''(
), and G''(
)/G'(
) for different operating forces were compared with one-way repeated measurements analysis of variance (ANOVA) (SigmaStat, SPSS, Chicago, IL). Statistical significance was assumed at p < 0.05.
Modeling
G*(
) data were fitted with the power-law structural damping model (Hildebrandt, 1969
; Fredberg and Stamenovic, 1989
; Maksym et al., 2000
; Fabry et al., 2001
)
![]() | (8) |
= tan(
/2) is the hysteresivity or structural damping coefficient of the model,
is the power-law exponent,
is a scale factor for the storage and loss moduli and
o is a scale factor for frequency. For simplicity, we took
o = 1 s-1. This model assumes a storage modulus that increases with frequency following a power law with exponent
, and a loss modulus that includes a term that is a fraction
of the storage modulus and a Newtonian viscous term. This link between G'(
) and G''(
) by the coefficient
is a feature of the structural-damping behavior. The three independent parameters of the model (
,
, and µ) were obtained by fitting Eq. 8 to the average G*(
) by nonlinear regression analysis (SigmaPlot, SPSS, Chicago, IL). | RESULTS |
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is the Fourier component of the indentation at the oscillation frequency, whereas the corresponding oscillatory component F was computed using Eq. 6. The slope and hysteresis of the loops, which can be related to cell stiffness and energy dissipation, respectively, exhibited a marked rise with frequency, even at the lowest frequencies. Although the applied oscillation amplitude was constant (50 nm), the resulting cell indentation amplitude decreased by
50% with increasing frequency, owing to the rise in cell stiffness and friction.
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) of A549 cells was 438 Pa at the lowest frequency (0.1 Hz), and increased linearly in a log-log scale. G''(
) was approximately threefold lower than G'(
). Both moduli displayed similar frequency dependence up to 10 Hz, thereby exhibiting solidlike behavior characterized by a loss tangent of
0.33. However, G''(
) showed a more marked frequency dependence at higher frequencies and crossovered G'(
) at
100 Hz. We found similar rheological features in BEAS-2B cells, although G'(
) and G''(
) values were slightly higher (
5%) (Fig. 3).
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and
were very close in both cell types.
values were slightly different (458 Pa for A549 and 496 Pa for BEAS-2B). A larger difference was observed in µ (1.68 and 2.69 Pa·s). The loss tangent was rather constant at low frequencies (<10 Hz), but it increased at larger frequencies (Fig. 4). In contrast, the loss tangent corrected by the fitted Newtonian viscosity ((G''(
) -
µ)/G'(
)) was constant over the frequency range measured (Fig. 4).
The complex shear moduli of A549 and BEAS-2B cells measured at 1 Hz showed weak changes when varying the operating force. In A549 cells, G'(
) and G''(
) increased by 40% and 64% when Fo was increased from 0.1 to 0.7 nN, respectively, although only the increase in G''(
) was statistically significant. The corresponding loss tangent increase (17%) did not reach statistical significance. BEAS-2B cells exhibited a weaker dependence on the loading force, and the changes in G'(
), G''(
), and G''(
)/G'(
) were found not significant.
| DISCUSSION |
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0.10.9 nN). G*(
) was obtained from force-indentation oscillatory measurements corrected for the tip-cell contact geometry and for the viscous drag. Both cell types exhibited similar viscoelastic behavior. G'(
) data at 0.1 Hz were
450 Pa and they increased weakly with frequency following a power law with exponent
0.2. G''(
) was
2/3 lower than G'(
) and increased similarly to it up to
10 Hz, but displayed a greater frequency dependence at higher frequencies. G*(
) did not depend much on the loading force. This microrheological behavior conformed very well to the power-law model with a structural damping coefficient of
0.3.
The cell mechanical response was characterized by determining the complex shear modulus, which is commonly used in the rheology of soft viscoelastic bodies (Ferry, 1980
). G*(
) was computed using a mathematical expression (Eq. 6) derived from the contact elastic model corresponding to the pyramidal geometry of the AFM indenter. This expression was obtained using a similar approach to that reported by Mahaffy and co-workers (Mahaffy et al., 2000
). According to Eq. 6, the frequency-independent term of G*(
) is not simply a shape factor as was previously suggested (Radmacher et al., 1993
), but depends on the operating indentation and Poisson's ratio of the cell. It should be noted that the use of conical or parabolic contact elastic models instead of the pyramidal model would overestimate this frequency-independent term (Eq. 6). Indeed, assuming
o = 1 µm and a nominal tip radius R = 50 nm, the corresponding term for the conical ((1 -
)
/(8
o tan
)) and parabolic ((1 -
)/(4(R
o)1/2) models (Sneddon, 1965
) are 18% and 135% higher than the pyramidal model ((1 -
)/(3
o tan
)), respectively. The frequency-dependent term in Eq. 6 defines a model-free apparent dynamic modulus that characterizes the frequency dependence of the cell's mechanical properties. Nevertheless, it cannot be used to compare absolute measurements taken under different operating conditions and with different tip geometries. The apparent dynamic modulus was corrected for the viscous drag artifact (Eq. 6). The measurements of the viscous drag were consistent with data reported previously (Alcaraz et al., 2002
). Cell culture medium exhibited locally a pure viscous behavior. Therefore, the induced hydrodynamic drag force on the cantilever did not alter G'(
), but overestimated G''(
). We found that this overestimation of G''(
) was negligible (<5%) for frequencies
0.3 Hz, but it increased with frequency and became larger than 50% for oscillations above 10 Hz. It is noteworthy that the drag factor estimated at contact was different for each cantilever used (
30% of variation) and therefore it should be determined in each experiment.
Our experimental approach was subjected to some limitations. First, we assumed that the cell is an incompressible material (
= 0.5). This is a common assumption owing to the high water content of cells, although other authors have used lower values down to 0.3 (Charras and Horton, 2002
). This uncertainty in
may result in an overestimation of G*(
) up to
25%. Second, we assumed a perfect pyramidal shape for the AFM punch (Eq. 1). Nevertheless, the actual geometry of the indenter was a blunted pyramid that merged smoothly into a spherical tip with a nominal radius (R) of 50 nm. The tip defect, defined as the distance between the actual apex of the indenter and the theoretical vertex of the pyramid (R(cos
- 1)), was
32 nm. This tip defect was small compared with the indentation depth of our measurements (
8001600 nm) (Table 1). Thus, our complex moduli might slightly overestimate the actual values by 510% (Briscoe et al., 1994
). Third, we did not take into account the finite thickness of the indented cells, which might overestimate G*(
). For a spherical indenter, this overestimation can be approximated as
(R
)1/2/t, where t is the thickness of the sample (Dimitriadis et al., 2002
). Taking the indentation as the apparent radius of our pyramidal tips and given the thickness of our cells (
7 µm; measured from AFM images obtained in separate experiments) and the range of
(Table 1), the finite thickness effect would result in an overestimation lower than
20%. Moreover, finite element analysis of cantilever indentation taking into account the actual geometry of the probe showed minor effects of the rigid substrate in nearly linear materials for indentations <2030% relative to sample thickness (Costa and Yin, 1999
). Therefore, our approach provided a fairly accurate estimate of G*(
) from AFM oscillatory measurements. Moreover, these assumptions do not affect the absolute values of the loss tangent or the frequency dependence of G*(
).
To our knowledge, G*(
) data reported in this work are the first AFM microrheological measurements on living cells with accurate correction for the viscous drag artifact. Low-amplitude sinusoidal oscillatory measurements were first reported by Shroff and co-workers (Shroff et al., 1995
). They computed the apparent dynamic modulus F(
)/
(
) of cultured myocytes without correcting it for the tip-cell contact geometry or for the viscous drag. Because this latter artifact only affects G''(
) for frequencies higher than
0.3 Hz, G'(
) and the low-frequency range of G''(
) can be estimated from Shroff's data using Eq. 5 for
= 0.5 and compared with our data. Thus, G'(
) of myocytes would increase smoothly with frequency (0.2200 Hz) from
25 to
90 kPa, which are one order of magnitude greater than our values. This higher stiffness of myocytes with respect to lung epithelial cells could be attributed to the different cell type or to the primary culture origin of the myocytes. In contrast, the loss tangent at low frequencies was fairly constant
0.2, which is in agreement with our results. More recently, Mahaffy and co-workers measured the complex viscoelastic modulus
of two fibroblasts from 50 to 300 Hz (Mahaffy et al., 2000
). G'(
) derived from Mahaffy's data (taking
= 0.5) fell within the same range as our values and increased weakly with frequency. However, the loss tangent at the lowest frequency was much higher than ours (
0.9), which could be due to an overestimation of G''(
) owing to undercorrection of viscous drag. It should be noted that the marked frequency dependence of G*(
) observed in lung epithelial cells and in other cells, even at low frequencies, indicates that Young's modulus values reported in AFM studies are meaningless without specifying the rate of deformation at which they were obtained. The elastic shear modulus estimated from E (Eq. 2) obtained from the F-z curves (3 µm peak-to-peak amplitude, 1 Hz) using the relationship G = E/2(1 +
) was 0.53 ± 0.11 and 0.52 ± 0.14 kPa for A549 and BEAS-2B, respectively. These values underestimate G'(
) at the same frequency (1 Hz) by 14% for A549 and by 29% for BEAS-2B cells. The differences can be attributed to the large amplitude of the F-z curves and to the fact that the computation of E neglects the effect of energy dissipation. Thus, E provides a rough estimation of G'(
) at the frequency of measurement.
The amplitude of G*(
) we found in bronchial epithelial cells is one order of magnitude higher than the apparent complex modulus reported with MTC on the same cell type (BEAS-2B) (Puig-de-Morales et al., 2001
). The lower values obtained with MTC can be attributed to the partial embedding of the magnetic bead in the cell surface. Indeed, a recent finite element analysis showed that 1020% of bead embedding results in an underestimation of the actual dynamic modulus by a factor of 10 (Mijailovich et al., 2002
). Other factors such as cytoskeletal remodeling induced by the bead (Plopper and Ingber, 1993
) and the higher temperature (37°C) of the MTC measurements (Lo and Ferrier, 1999
) might also contribute to this difference. On the other hand, our frequency dependence is in good agreement with that found with MTC between 0.03 and 16 Hz (Puig-de-Morales et al., 2001
). Both the storage and the loss moduli measured with MTC revealed a weak power law with similar exponents (
1/4) and a loss tangent
0.5 that varied little with frequency. Moreover, these data conformed well to the power-law model with an exponent of 0.27 and hysteresivity of 0.45, which are close to our values. A similar power-law frequency dependence has been observed in human airway smooth muscle cells and other cell types probed with MTC over five frequency decades (0.01 1000 Hz) (Maksym et al., 2000
; Fabry et al., 2001
). Comparable frequency behavior was observed in intracellular measurements of G*(
) by laser tracking the Brownian motion of perinuclear organules in kidney epithelial cells (Yamada et al., 2000
). In contrast, a transition from a solid-like plateau to a power-law regime with a higher exponent (
1/2) than ours has been reported in F-actin gels (Ziemann et al., 1994
; Gittes et al., 1997
; Palmer et al. 1999
). None of these rheological features were observed in our cell measurements, thereby suggesting that F-actin models are too simple to account for the complex rheology of the cells.
Lung epithelial cells were subjected to low-amplitude oscillations in a broad frequency range including breathing frequency and at different operating forces corresponding to pressures ranging from 0.13 to 0.60 kPa (Table 1). Given the thickness of the cells, the indentations applied resulted in relative deformations of 1020%. Lung transpulmonary pressure ranges from
0.1 kPa at residual lung volume to
3 kPa at total lung capacity (Agostoni and Hyatt, 1986
). Morphometric analysis of lung electron micrographs showed a rise of
40% in alveolar epithelial surface area when lung volume increased this volume range (Tschumperlin and Margulies, 1999
). Therefore, we probed the cells under pressures and deformations comparable with those that are developed in the lung during breathing. Under these conditions, G*(
) of the epithelial cells showed a relatively small increase with respect to the operating force. This behavior is consistent with the weak dependence of Young's modulus on the applied force that has been obtained from AFM force-displacement curves measured on human platelets with maximum loading forces of 0.45 nN (Radmacher et al., 1996
) and on fibroblasts with indentations up to 1 µm (Rotsch et al., 1999
; Mahaffy et al., 2000
). By contrast, a marked rise in E with force has been observed for indentations larger than 1 µm on fibroblasts (Mahaffy et al., 2000
) and kidney epithelial cells (Hoh and Schoenenberger, 1994
). This suggests that cell mechanics is fairly linear for applied forces <
1 nN and indentations <
1 µm.
Owing to the relatively large indentation depth and to the contact area of our measurements (Table 1), it can be assumed that we probed the mechanical response of the plasma membrane, the cytoskeleton, and the cytosol beneath the deformed cell surface (Lekka et al., 1999
; You and Yu, 1999
). Nevertheless, the molecular mechanisms underlying cell rheology remain poorly understood. Thus, the relationship between the components of the complex shear modulus and the different cytoskeletal elements and other internal cell structures responsible for cell microrheology has not been established yet. However, a mechanism has been suggested to account for the link between (G''(
) - µ
) and G'(
) and for their constant ratio. This coupling between energy elastic storage and viscous dissipation may be explained if the sources of frictional and elastic stresses occur in the same stress-bearing elements (structural damping law), which are expected to reside in cytoskeletal structures (Maksym et al., 2000
). It is remarkable that this coupling between energy storage and dissipation has been observed not only in different adherent cells but also in many soft biological tissues (Fredberg and Stamenovic, 1989
; Wakatsuki et al., 2000
). The occurrence of similar rheological features at different biological scales is consistent with the notion that the hierarchical assembly of biological structures is governed by similar architectural principles (Ingber, 1998
).
Power-law frequency behavior corresponds in the time domain to a continuous distribution of relaxation time constants. Indeed, G*(
)

is transformed into a relaxation modulus that decays with time as a power-law G(t)
t-
(Hildebrandt, 1969
). This step response corresponds to a relaxation spectrum (H(
)
-dG(t)/dlnt) with a continuous distribution of time constants whose contribution decreases also as a power law (
-
). This indicates that the internal relaxation processes associated with the rheological behavior of lung epithelial cells are not tied to any particular timescale. A continuum spectrum of relaxation times is not consistent with the discrete number of time constants predicted by simple viscoelastic models (combination of springs and dashpots) used to characterize AFM step experiments (A-Hassan et al., 1998
; Wu et al., 1998
). These studies estimated single cell relaxation time constants at room temperature in the range of 110 s. Accordingly, G''(
) should exhibit a peak and G'(
) a sudden slope change at a characteristic frequency in the range of 0.11 Hz. None of these features were observed in our data. This discrepancy could be due to the limited timescale of these step measurements and to the lack of correction for the viscous drag (A-Hassan et al., 1998
). Finally, it should be noted that a spring-dashpot combination featuring a simple cell model of an elastic cell membrane enclosing a viscous cytoplasm (Stamenovic and Wang, 2000
) fails to account for the power-law cell dynamics we found.
The power-law rheology of the cells reflects molecular adjustments of the cytoskeleton matrix over a wide range of timescales. A physical basis of this power-law empiricism has recently been suggested by Fabry and co-workers (Fabry et al., 2001
), who interpreted this model as a particular case of soft glassy rheology (SGR) (Sollich et al., 1997
). According to this theory, cell rheology can be considered as a result of complex relaxation of its structural elements, which are agitated and rearranged by mutual weak interactions within its internal matrix. This structural relaxation suggests that cytoskeleton elements are not permanently attached to each other, allowing molecular rearrangements and flow. This interpretation assumes that the glassy behavior is a natural consequence of disorder and metastability of cell internal structures. According to SGR, the power-law exponent
is related to matrix agitation. Thus, soft glassy materials exhibit a solidlike behavior in the limit of
= 0 (where the glass transition takes place) and fluidlike features for
= 1. The weak exponent we found (
0.2) suggests that the rheology of lung epithelial cells resembled that of a soft glassy material close to the glass transition. Moreover, the similar G*(
) we observed in two different cell types is consistent with the SGR hypothesis that glassy dynamics is not a feature of particular molecular mechanisms but is rather a reflection of a generic system property at some higher level of structural organization (Sollich et al., 1997
; Fabry et al., 2001
). SGR offers a new conceptual framework with which to explain how cells maintain their shape or flow during different cellular processes such as contraction, spreading, locomotion, and crawling. Changes between fluid- and solidlike features revealed during these processes have been attributed to a sol-gel transition regulated by covalent cross-linking of actin filaments (Stossel, 1993
). Instead, SGR suggests that changes in the level of internal disorder and matrix agitation associated with cytoskeleton contraction or remodeling might modulate the ability of the cell to maintain its shape or to flow.
| CONCLUSIONS |
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| ACKNOWLEDGEMENTS |
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This work was supported in part by grants from the Ministerio de Ciencia y Techología (SAF-2002-03616), (DGESIC-PM980027), and National Institues of Health (HL-65960).
Submitted on July 26, 2002; accepted for publication November 12, 2002.
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